AI BENCHY Compare

Kwaipilot: KAT-Coder-Air V2.5 vs MoonshotAI: Kimi K2.5

Muhtasari

Kimi K2.5 inaongoza kwa average score: 5.5 vs 4.9. Kimi K2.5 ina gharama ya chini ya benchmark: $0.027 vs $0.037. KAT-Coder-Air V2.5 ni ya haraka zaidi: 6.99s vs 13.18s, na pass rates 38.1% vs 34.9%.

Muundo unaopendekezwaKimi K2.5It has the strongest score in this comparison (5.5) and the best overall balance of cost and response time across all 2 models.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-14

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 none Toleo: 2026-07-14	Kimi K2.5 Kimi K2.5 none Toleo: 2026-01-27

Kipimo	KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 none Toleo: 2026-07-14	Kimi K2.5 Kimi K2.5 none Toleo: 2026-01-27
Alama	4.9	5.5
Nafasi	#168	#143
Uaminifu	10.0	10.0
Uthabiti	7.1	8.9
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	38.1%	34.9%
Majaribio yasiyo thabiti	7	3
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	0.724	0.442
Jumla ya gharama	$0.037	$0.027
Bei ya ingizo	$0.150 / 1M	$0.375 / 1M
Bei ya toleo	$0.600 / 1M	$2.025 / 1M
Jumla ya tokeni za ingizo	41,328	36,034
Tokeni za matokeo	49,933	6,657
Tokeni za hoja	0	0
Muda wa majibu (wastani)	6.99s	13.18s
Muda wa majibu (upeo)	24.94s	42.13s
Muda wa majibu (jumla)	146.78s	184.47s

Onyesho la kizazi

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#168 KAT-Coder-Air V2.5

none

Gharama: $0.002
Muda: 14.5s
Tokeni: 2,619 tok

#143 MoonshotAI: Kimi K2.5

none

Gharama: $0.015
Muda: 89.1s
Tokeni: 5,421 tok

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Alama vs Muda wa majibu (wastani)

Jumla ya tokeni za matokeo

Alama vs Jumla ya tokeni za matokeo

Mgawanyo wa kategoria

Kategoria:

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Air V2.5	5.3	5.6	50.0%	2		2.68s	672	3,044	0
Kimi K2.5	3.6	8.4	8.3%	1		6.24s	652	373	0

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Air V2.5	3.3	9.6	0.0%	0		14.31s	6,472	16,918	0
Kimi K2.5	5.5	10.0	33.3%	0		24.56s	7,311	4,708	0

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Air V2.5	4.7	1.6	66.7%	1		24.94s	15,131	6,788	0
Kimi K2.5	2.8	2.1	33.3%	1		19.16s	12,264	748	0

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Air V2.5	6.3	5.8	66.7%	1		2.66s	7,776	1,268	0
Kimi K2.5	7.3	5.8	83.3%	1		42.13s	7,180	187	0

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Air V2.5	2.9	7.2	11.1%	1		6.24s	771	7,818	0
Kimi K2.5	5.3	10.0	33.3%	0		4.38s	753	29	0

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Air V2.5	5.0	10.0	0.0%	0		12.02s	516	656	0
Kimi K2.5	10.0	10.0	100.0%	0		4.00s	483	76	0

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Air V2.5	9.9	10.0	100.0%	0		1.75s	699	858	0
Kimi K2.5	6.5	10.0	50.0%	0		2.67s	677	60	0

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Air V2.5	2.9	4.4	22.2%	2		1.84s	696	1,255	0
Kimi K2.5	3.0	10.0	0.0%	0		4.04s	667	236	0

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Air V2.5	10.0	10.0	100.0%	0		5.13s	8,391	1,560	0
Kimi K2.5	10.0	10.0	100.0%	0		13.99s	5,835	220	0

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
KAT-Coder-Air V2.5	3.0	10.0	0.0%	0		17.96s	204	9,768	0
Kimi K2.5	3.0	10.0	0.0%	0		3.90s	212	20	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

CobuddymediumvsKAT-Coder-Air V2.5none KAT-Coder-Air V2.5nonevsMiniMax M2.5medium KAT-Coder-Air V2.5nonevsMistral Small 4medium KAT-Coder-Air V2.5nonevsQwen3 Coder Nextmedium KAT-Coder-Air V2.5nonevsMiniMax M2.7medium MiniMax M2.7mediumvsKimi K2.5none North Mini CodemediumInapatikana burevsKimi K2.5none Mistral Small 4mediumvsKimi K2.5none KAT-Coder-Air V2.5lowvsKimi K2.5none CobuddymediumvsKimi K2.5none KAT-Coder-Air V2.5nonevsGLM 4.7 Flashmedium Gemini 3.1 Flash LiteminimalvsKimi K2.5none